GX Research Hub · English
GX & Decarbonization Research
This page provides an English interface to the gxceed GX paper corpus. The corpus aggregates papers from 14 contributing scholarly metadata sources and uses AI-assisted classification to identify signals related to measurement, policy narratives, outcomes, implementation, industrial adoption, and verification.
The goal is not only to discover papers, but to observe how GX research is distributed across research substance, implementation narratives, external expectations, implementation substance, and judgment formation.
Summaries are AI-assisted. Always refer to the original paper for authoritative conclusions.
PreprintResearch Square2026#Energy TransitionDOI
Advanced Control Strategies for Hybrid Fuel Cell/Lithium-Ion Battery Systems in Renewable Applications
Trilla L, Arias P, Clemente A +2
This paper applies Model Predictive Control (MPC) to energy management in hybrid fuel cell and lithium-ion battery systems for renewable applications. The proposed method flexibly prioritizes fuel cell conservation or battery lifetime exten…
PreprintResearch Square2026#Energy TransitionDOI
Adaptive Hybrid Excitation Control Strategy for Longitudinal–Transverse Excited Synchronous Generators to Improve Dynamic Stability
Bekishev A, Pirmatov N, Berdiyorov U +1
This paper proposes an Adaptive Hybrid Excitation Control (AHEC) strategy for longitudinal-transverse excited synchronous generators to enhance dynamic stability under renewable integration. The method integrates coordinated excitation cont…
PreprintResearch Square2026#Energy TransitionDOI
Advances in Hydrotreated Vegetable Oil (HVO) and Sustainable Aviation Fuel (SAF) Pathways for Biodiesel Enhancement
González González JF, Nogales-Delgado S
This review systematically maps the technological evolution from biodiesel (FAME) to HVO and SAF for transport and aviation decarbonization. HVO improves fuel quality via hydrotreatment, while SAF extends to aviation via HEFA, FT, ATJ, and …
🇪🇺 EuropeDatasetZenodo2026#Energy TransitionDOI
Replication package for "From Linear Regression to Temporal Fusion Transformers: Benchmarking Electricity Price Forecasting Models in Markets with Different Renewable Energy Shares"
Ján, Zbojovský, Marek, Pavlík, Diana, Hozová +1
This paper benchmarks electricity price forecasting models across markets with varying renewable energy shares, comparing methods from linear regression to Temporal Fusion Transformers. It analyzes how renewable penetration affects forecast…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
Geo strategy in mineral raw materials
Regueiro y González-Barros, Manuel
This paper reviews the geopolitical competition over strategic minerals like lithium, cobalt, and rare earths, focusing on the EU's dependence on China. It highlights the need for supply diversification, domestic mining, recycling, and inte…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
From collaboration to high-quality evidence for the energy transition: A total experimental field trial error framework
Kacperski, Celina, Bielig, Mona, Lange, Florian +2
This paper proposes the Total Experimental Field Trial Error framework, systematically accounting for errors in field trials for the energy transition. Drawing on 12 trials, it shows how measurement, representation, and implementation error…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
From Passive to Active: How the EU and Member States enable buildings' demand side flexibility for a more resilient, renewable energy system
Kockat, Judit
This paper argues that buildings can actively participate in the energy system by providing demand-side flexibility. By shifting, reducing, or optimizing electricity demand, they help match supply and demand, manage peaks, and reduce pressu…
Preprint🇪🇺 EuropeZenodo2026#Energy TransitionDOI
Preliminary Outputs of Open-TYNDP: Interfacing Open Energy System Planning with ENTSO-E Models and Contributing to TYNDP
Open Energy Transition, Gilon, Thomas, Rüdt, Daniel +9
Open-TYNDP introduces an open-source PyPSA-Eur workflow to complement ENTSO-E's TYNDP, enhancing transparency and stakeholder participation in European energy planning. It provides a benchmarking framework against TYNDP 2024 scenarios and a…
Preprint🌍 GlobalZenodo2026#Energy TransitionDOI
Supplementary Files: Future Energy Transition Mineral Demands and Barriers for South and Southeast Asia
Alimento, Ryan, Cook, Peter, Morimoto, Soichi +3
This supplementary file analyzes mineral demands and supply barriers for the energy transition in South and Southeast Asia. It identifies supply-demand gaps and policy challenges for critical minerals essential to regional decarbonization, …
🇪🇺 EuropeDatasetZenodo2026#Energy TransitionDOI
Dataset for publication "The complexity-performance paradox in electricity market design: An agent-based benchmark of eight competing architectures"
Doepfert, Markus, Chu, Jiahe, Kraus, Hermann +3
This dataset accompanies a study that benchmarks eight competing electricity market architectures using agent-based modeling. It analyzes the trade-off between market design complexity and performance, offering insights for market rules tha…
🇪🇺 EuropeDatasetZenodo2026#Energy TransitionDOI
Supplementary material for: Representing capacity deployment timing in integrated assessment models: Implications for energy transition pathways and policy analysis
Parrado-Hernando, Gonzalo, del Valle Sanchez, Cristina, Miguel González, Luis Javier
This supplementary material supports a study on how representing capacity deployment timing in integrated assessment models affects energy transition pathways and policy analysis. It includes model files, input data, scripts, and results to…
Preprint🇺🇸 USAZenodo2026#Energy TransitionDOI
difflow: a JAX-based differentiable flowsheet framework for chemical processes
Kitchin, John R.
difflow is a Python framework for fully differentiable simulation of chemical processes using JAX. It provides exact gradients through unit operations, thermodynamics, flowsheet recycle convergence, and technoeconomic models, enabling gradi…
DatasetZenodo2026#Energy TransitionDOI
System dynamics model of refuse-derived fuel adoption in Indonesia's cement industry: model file and simulation dataset
Ummatin, Kuntum Khoiro, Hidayatno, Akhmad, Setiawan, Andri +1
This dataset provides a system dynamics model and simulation outputs for refuse-derived fuel (RDF) adoption in Indonesia's cement industry. The model comprises six modules: population, MSW generation, RDF adoption, production, demand, and a…
🇪🇺 EuropeDatasetZenodo2026#Energy TransitionDOI
Input data for SHIFT: Steel & Hydrogen Integrated Freight Trade
Schumm, Leon, Tautorus, Jan
This dataset provides input data for SHIFT, a spatially resolved techno-economic optimization model of global iron and steel supply chains under decarbonization. It identifies cost-optimal configurations for mining, hydrogen production, DRI…
Peer-reviewedConferenceSPE Nigeria Annual International Conference and Exhibition2026#Energy TransitionDOI
A Just Transition: A Framework for Leveraging Fossil Resources to Achieve Nigeria's Net-Zero Target by 2060
Samuel A. Olaosebikan, Bosede T. Ojo, Wahab Grace +1
This paper proposes a just transition framework for Nigeria to balance energy poverty reduction and net-zero by 2060. It outlines three pillars: transitional gas with CCUS and methane abatement, sustained oil production for fiscal liquidity…
Peer-reviewed🇺🇸 USAConferenceSPE Nigeria Annual International Conference and Exhibition2026#Energy TransitionDOI
A Review of Decarbonization Pathways in Oil and Gas: CCS, Hydrogen, and Digital Optimization
Zainab Iyiola, Oluchi Ejehu, Michal Ezeh +3
The oil and gas sector accounts for ~5.1 Gt CO2eq direct emissions annually (~15% of global energy-related GHGs). This systematic review of 218 sources (2013-2024) evaluates CCS, hydrogen, and digital optimization pathways. Integrated strat…
Peer-reviewedJournalEnergy Policy2026#Energy TransitionDOI
Public funding for bus system decarbonization accounting for technological uncertainty and depot infrastructure upgrades
Alessandro Avenali, Daniele De Santis, Mirko Giagnorio +1
This paper analyzes public funding allocation for bus system decarbonization, accounting for technological uncertainty and depot infrastructure upgrades. It evaluates the costs and timing of adopting alternative technologies (e.g., EV, hydr…
Peer-reviewedConferenceSPE Nigeria Annual International Conference and Exhibition2026#Energy TransitionDOI
From Policy to Field Execution: A Performance-Based Decarbonization Framework for Nigeria's Upstream Sector
Tayo Ajimoko, Rhetort Limited
Nigeria's upstream oil and gas sector faces inconsistent decarbonization implementation despite regulatory reforms under the PIA and NUPRC. This paper analyzes the limitations of compliance-based approaches and proposes a performance-based …
Peer-reviewedConferenceSPE Nigeria Annual International Conference and Exhibition2026#Energy TransitionDOI
A Simulated Framework for Decarbonization of Hydrocarbon Operations Through Energy-Efficiency Optimization
H. O. Suleiman, D. G. Ameh
This study demonstrates energy efficiency optimization as a viable near-term decarbonization pathway for integrated hydrocarbon operations. Through meta-analysis and engineering simulation, it shows 10-20% carbon intensity improvements acro…
Peer-reviewed🇨🇳 ChinaJournalENGINEERING Management2026#Energy TransitionDOI
Correcting the trajectory: Establishing a universal benchmark and rebalancing research priorities for zero-carbon industrial parks
Jialong Zhao, Ke Wang, Xunpeng Shi +1
This paper addresses the lack of a universal benchmark for zero-carbon industrial parks (ZCIPs), proposing a standardized framework to guide their development. It analyzes existing research priorities and calls for rebalancing to align with…